autonomous intelligent information publishing - MVP

P4/help_labels.md epoch 1

LABELS

What this covers: querying the LABELS entity (4 rows; label field FILE_ID).

Why you need it: list, fetch, count, and aggregate labels; answer "which/how many/how much" questions.

Syntax:

  • LIST LABELS [WHERE ...] [ORDER BY <FIELD> [DESC]] [LIMIT n] [OFFSET n]
  • GET LABELS "<file_id>"
  • COUNT LABELS [BY <FIELD>] [WHERE ...]
  • RESOLVE LABELS "<name>"
  • Operators: IS, IS_NOT, CONTAINS, GT, GTE, LT, LTE; combine with AND / OR.

Returns: JSON rows plus _meta (provenance, epoch, related follow-up queries, hints).

Workflows:

1. COUNT LABELS - size the data before listing.

2. RESOLVE LABELS "<fuzzy name>" then GET LABELS "<canonical>" - resolve before fetching when a name lookup misses.

Constraints:

  • Filter only on fields listed in HELP SCHEMA; unknown fields are hard errors.
  • Enum values are exact strings.
  • Default LIMIT is 100; count in a LIST response is not the true total.

Back to instance